MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine Learning.
Vajira ThambawitaAndrea M. StoråsSteven Alexander HicksPål HalvorsenMichael A. RieglerPublished in: CoRR (2022)
Keyphrases
- machine learning
- training data
- learning algorithm
- decision trees
- supervised learning
- semi supervised learning
- lymph nodes
- data sets
- explanation based learning
- knowledge acquisition
- information extraction
- prior knowledge
- training set
- machine learning methods
- training examples
- pattern recognition
- feature selection
- learned from training data
- inductive learning
- machine learning algorithms
- support vector machine
- classification accuracy
- domain knowledge
- active learning
- text classification
- reinforcement learning
- labeled data
- image classification
- data analysis
- multi label
- kernel methods
- training process
- data mining
- real time